Resonant frequency calculation for circular microstrip antennas with a dielectric cover using adaptive network-based fuzzy inference system optimized by various algorithms

Progress in Electromagnetics Research

Volumn 72, Issue , 2007, Pages 279-306

  Guney, K ^a   Sarikaya, N ^a  

^a ERCIYES UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 34147110959     PISSN: 10704698     EISSN: 15598985     Source Type: Journal    
DOI: 10.2528/PIER07031302     Document Type: Article

References (52)

1. Bahl, I. J. and P. Bhartia, Microstrip Antennas, Artech House, Dedham, MA, 1980.
2. James, J. R., P. S. Hall, and C. Wood, Microstrip Antennas-Theory and Design, Peter Peregrisnus Ltd., London, 1981.
3. Gupta, K. C. and A. Benalla (eds.), Microstrip Antenna Design, Artech House, Canton, MA, 1988.
4. James, J. R. and P. S. Hall, Handbook of Microstrip Antennas, IEE Electromagnetic Wave Series, Vols. 1 and 2, No. 28, Peter Peregrinus Ltd., London, 1989.
5. Bhartia, P., K. V. S. Rao, and R. S. Tomar (eds.), Millimeter-Wave Microstrip and Printed Circuit Antennas, Artech House, Canton, MA, 1991.
6. Hirasawa, K. and M. Haneishi, Analysis, Design, and Measurement of Small and Low-Profile Antennas, Artech House, Canton, MA, 1992.
7. Pozar, D. M. and D. H. Schaubert (eds.), Microstrip Antennas -The Analysis and Design of Microstrip Antennas and Arrays, IEEE Press, New York, 1995.
8. Zurcher, J. F. and F. E. Gardiol, Broadband Patch Antennas, Artech House, Norwood, MA, 1995.
9. Sainati, R. A., CAD of Microstrip Antennas for Wireless Applications, Artech House, Norwood, MA, 1996.
10. Lee, K. F. and W. Chen, Advances in Microstrip and Printed Antennas, John Wiley and Sons, 1997.
11. Garg, R., P. Bhartia, I. Bahl, and A. Ittipiboon, Microstrip Antenna Design Handbook, Artech House, Canton, MA, 2001.
12. Cooray, F. R. and J. S. Kot, "Analysis of radiation from a cylindrical-rectangular microstrip patch antenna loaded with a superstrate and an air gap, using the electric surface current model," Progress In Electromagnetics Research, PIER 67, 135-152, 2007.
13. Sim, C. Y. D., J. S. Row, and Y. Y. Liou, "Experimental studies of a shorted triangular microstrip antenna embedded with dual V-shaped slots," J. Electromagnetic Waves and Applications, Vol. 21, No. 1, 15-24, 2007.
14. Pirhadi, A., M. Hakkak, and F. Keshmiri, "Using electromagnetic bandgap superstrate to enhance the bandwidth of probe-fed microstrip antenna," Progress In Electromagnetics Research, PIER 61, 215-230, 2006.
15. Bao, X. L. and M. J. Ammann, "Comparison of several novel annular-ring microstrip patch antennas for circular polarization," J. Electromagnetic Waves and Applications, Vol. 20, No. 11, 1427-1438, 2006.
16. Qian, Z. H., R. S. Chen, K. W. Leung, and H. W. Yang, "FDTD analysis of microstrip patch antenna covered by plasma sheath," Progress In Electromagnetics Research, PIER 52, 173-183, 2005.
17. Liu, S. F., S. D. Liu, and B. R. Guan, "A novel wideband high-temperature superconducting microstrip antenna," J. Electromagnetic Waves and Applications, Vol. 19, No. 15, 2073-2079, 2005.
18. Luk, K. M., W. Y. Tam, and C. L. Yip, "Analysis of circular microstrip antennas with superstrate," IEE Proc. Microwave, Antennas Propagat., Vol. 136, No. 3, 261-262, 1989.
19. Verma, A. K. and Z. Rostamy, "Modified Wolff model for determination of resonance frequency of dielectric covered circular microstrip patch antenna," Electronics Lett., Vol. 27, No. 24, 2234-2236, 1991.
20. Fan, Z. and K. F. Lee, "Input impedance of circular-disk microstrip antennas with a dielectric cover," Microwave Opt. Technol. Lett., Vol. 5, No. 13, 701-704, 1992.
21. Lee, K. F. and Z. Fan, "CAD formulas for resonant frequencies of TMn mode of circular patch antenna with or without superstrate," Microwave Opt. Technol. Lett., Vol. 7, No. 12, 270-273, 1994.
22. Losada, V., R. R. Boix, and M. Homo, "Resonant modes of circular microstrip patches in multilayered substrates," IEEE Trans. Microwave Theory Tech., Vol. 47, No. 4, 488-497, 1999.
23. Guha, D. and J. Y. Siddiqui, "Resonant frequency of circular microstrip antenna covered with dielectric superstrate," IEEE Trans. Antennas Propagat., Vol. 51, No. 7, 1649-1652, 2003.
24. Bouttout, F., F. Benabdelaziz, and A. Khellaf, "Closed-form Hankel transforms for circular disk basis modes involving Chebyshev polynomials and edge condition," Electronics Lett., Vol. 36, No. 10, 866-867, 2000.
25. Guha, D., "Resonant frequency of circular microstrip antennas with and without air gaps," IEEE Trans. Antennas Propagat., Vol. 49, 55-59, 2001.
26. Bernhard, J. T. and C. J. Tousignant, "Resonant frequencies of rectangular microstrip antennas with flush and spaced dielectric superstrates," IEEE Trans. Antennas Propagat., Vol. 47, 302-308, 1999.
27. Jang, J.-S. R., "ANFIS: Adaptive-network-based fuzzy inference system," IEEE Trans. Systems, Man, and Cybernetics, Vol. 23, 665-685, 1993.
28. Jang, J.-S. R., C. T. Sun, and E. Mizutani, Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence, Prentice-Hall, Upper Saddle River, NJ, 1997.
29. Guney, K. and N. Sarikaya, "Adaptive neuro-fuzzy inference system for the input resistance computation of rectangular microstrip antennas with thin and thick substrates," J. Electromagnetic Waves and Applications, Vol. 18, No. 1, 23-39, 2004.
30. Guney, K. and N. Sarikaya, "Computation of resonant frequency for equilateral triangular microstrip antennas using the adaptive neuro-fuzzy inference system," Int. J. RF and Microwave Computer-Aided Eng., Vol. 14, 134-143, 2004.
31. Guney, K. and N. Sarikaya, "Input resistance calculation for circular microstrip antennas using adaptive neuro-fuzzy inference system," Int. J. Infrared and Millimeter Waves, Vol. 25, 703-716, 2004.
32. Guney, K. and N. Sarikaya, "Adaptive neuro-fuzzy inference system for computing the resonant frequency of circular microstrip antenna," The Applied Computational Electromagnetics Society (ACES) J., Vol. 19, No. 3, 188-197, 2004.
33. Guney, K. and N. Sarikaya, "Adaptive neuro-fuzzy inference system for the computation of the bandwidth of electrically thin and thick rectangular microstrip antennas," Electrical Eng., Vol. 88, 201-210, 2006.
34. Guney, K. and N. Sarikaya, "Adaptive neuro-fuzzy inference system for computing the physical dimensions of electrically thin and thick rectangular microstrip antennas," Int. J. Infrared and Millimeter Waves, Vol. 27, No. 2, 219-233, 2006.
35. Guney, K. and N. Sarikaya, "A hybrid method based on combining artificial neural network and fuzzy inference system for simultaneous computation of resonant frequencies of rectangular, circular, and triangular microstrip antennas," IEEE Trans. Antennas Propagat., Vol. 55, No. 3, 659-668, 2007.
36. Turkmen, I. and K. Guney, "Cheap joint probabilistic data association with adaptive neuro-fuzzy inference system state filter for tracking multiple targets in cluttered environment," AEU - Int. J. Electronics and Commun., Vol. 58, No. 5, 349-357, 2004.
37. Turkmen, I. and K. Guney, "Tabu search tracker with adaptive neuro-fuzzy inference system for multiple target tracking," Progress In Electromagnetics Research, PIER 65, 169-185, 2006.
38. Daldaban, F., N. Ustkoyuncu, and K. Guney, "Phase inductance estimation for switched reluctance motor using adaptive neuro-fuzzy inference system," Energy Conversion and Management, Vol. 47, No. 5, 485-493, 2006.
39. Levenberg, K., "A method for the solution of certain nonlinear problems in least-squares," Quart. Appl. Math. II, 164-168, 1944.
40. Marquardt, D. W., "An algorithm for least-squares estimation of nonlinear parameters," SIAM J. Appl. Math., Vol. 11, 431-441, 1963.
41. Dennis, J. E., "Nonlinear least-squares," State of the Art in Numerical Analysis, 269-312, Academic Press, 1977.
42. Spendley, W., G. R. Hext, and F. R. Himsworth, "Sequential application of simplex designs in optimization and evolutionary operation," Technometrics, Vol. 4, 441-461, 1962.
43. Nelder, J. A. and R. Mead, "A simplex method for function minimization," Computer J., Vol. 7, 308-313, 1965.
44. Holland, J., Adaptation in Natural and Artificial Systems, University of Michigan Press, MI, 1975.
45. Goldberg, D. E., Genetic Algorithms in Search, Optimization and Machine Learning, Reading, Addison-Wesley, MA, 1989.
46. Price, K. V., "Differential evolution: a fast and simple numerical optimizer," IEEE North American Fuzzy Info. Process Conf., 524-527, Berkeley, CA, 1996.
47. Storn, R. M. and K. V. Price, "Differential evolution: a simple and efficient heuristic for global optimization over continuous spaces," J. Global Opt., Vol. 11, 341-359, 1997.
48. Price, K. V., R. M. Storn, and J. Lampinen, Differential Evolution: A Practical Approach to Global Optimization, Springer, Berlin, 2005.
49. Kennedy, J. and R. Eberhart, "Particle swarm optimization," Int. Conf. Neural Networks, Perth, Australia, 1942-1948, 1995.
50. Clerc, M. and J. Kennedy, "The particle swarm: explosion, stability, and convergence in a multi-dimensional complex space," IEEE Trans. Evol. Comput., Vol. 6, 58-73, 2002.
51. Araki, K. and T. Itoh, "Hankel transform domain analysis of open circuit microstrip radiating structure," IEEE Trans. Antennas Propagat., Vol. 29, 84-89, 1981.
52. Pozar, D. M., "Input impedance and mutual coupling of rectangular microstrip antennas," IEEE Trans. Antennas Propagat., Vol. 30, 1191-1196, 1982.